Cognitive Revolution

The "cognitive revolution" encompasses a renewed focus on understanding and leveraging cognitive processes, both in humans and artificial systems. Current research emphasizes interpreting the internal workings of complex models, such as large language models and neural networks, drawing parallels with cognitive science's shift from behaviorism to understanding mental representations. This involves developing methods for semantic and algorithmic interpretation, aiming to improve the transparency and explainability of AI while also informing our understanding of human cognition. The ultimate goal is to create more effective human-AI collaborations and potentially democratize access to expert knowledge through cognitive augmentation.